docs: def normalize(self):
          """ Normalize data. """
  
          if self.preprocessed_data.empty:
              data = self.original_data
          else:
              data = self.preprocessed_data
  
          data = pd.DataFrame(preprocessing.normalize(data), columns=data.columns, index=data.index)
          self.preprocessed_data = data